Abstract
Although sleep seems an obvious and simple behaviour, it is extremely complex involving numerous interactions both at the neuronal and the molecular levels. While we have gained detailed insight into the molecules and neuronal networks responsible for the circadian organization of sleep and wakefulness, the molecular underpinnings of the homeostatic aspect of sleep regulation are still unknown and the focus of a considerable research effort. In the last 20 years, the development of techniques allowing the simultaneous measurement of hundreds to thousands of molecular targets (i.e. ‘omics’ approaches) has enabled the unbiased study of the molecular pathways regulated by and regulating sleep. In this chapter, we will review how the different omics approaches, including transcriptomics, epigenomics, proteomics, and metabolomics, have advanced sleep research. We present relevant data in the framework of the two-process model in which circadian and homeostatic processes interact to regulate sleep. The integration of the different omics levels, known as ‘systems genetics’, will eventually lead to a better understanding of how information flows from the genome, to molecules, to networks, and finally to sleep both in health and disease.
Emma K. O’Callaghan and Edward W. Green contributed equally to this work.
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References
Aho V, Ollila HM, Kronholm E, Bondia-Pons I, Soininen P et al (2016) Prolonged sleep restriction induces changes in pathways involved in cholesterol metabolism and inflammatory responses. Sci Rep 6:24828
Akhtar RA, Reddy AB, Maywood ES, Clayton JD, King VM et al (2002) Circadian cycling of the mouse liver transcriptome, as revealed by cDNA microarray, is driven by the suprachiasmatic nucleus. Curr Biol 12(7):540–550
Anafi RC, Pellegrino R, Shockley KR, Romer M, Tufik S, Pack AI (2013) Sleep is not just for the brain: transcriptional responses to sleep in peripheral tissues. BMC Genomics 14:362
Ang JE, Revell V, Mann A, Mäntele S, Otway DT et al (2012) Identification of human plasma metabolites exhibiting time-of-day variation using an untargeted liquid chromatography-mass spectrometry metabolomic approach. Chronobiol Int 29(7):868–881
Arbon EL, Knurowska M, Dijk DJ (2015) Randomised clinical trial of the effects of prolonged-release melatonin, temazepam and zolpidem on slow-wave activity during sleep in healthy people. J Psychopharmacol 29(7):764–776
Archer SN, Oster H (2015) How sleep and wakefulness influence circadian rhythmicity: effects of insufficient and mistimed sleep on the animal and human transcriptome. J Sleep Res 24(5):476–493
Archer SN, Laing EE, Möller-Levet CS, van der Veen DR, Bucca G et al (2014) Mistimed sleep disrupts circadian regulation of the human transcriptome. Proc Natl Acad Sci U S A 111(6):E682–E691
Arnardottir ES, Nikonova EV, Shockley KR, Podtelezhnikov AA, Anafi RC et al (2014) Blood-gene expression reveals reduced circadian rhythmicity in individuals resistant to sleep deprivation. Sleep 37(10):1589–1600
Azzi A, Dallmann R, Casserly A, Rehrauer H, Patrignani A et al (2014) Circadian behavior is light-reprogrammed by plastic DNA methylation. Nat Neurosci 17(3):377–382
Bailey MJ, Coon SL, Carter DA, Humphries A, Kim JS et al (2009) Night/day changes in pineal expression of >600 genes: central role of adrenergic/cAMP signaling. J Biol Chem 284(12):7606–7622
Bale TL (2015) Epigenetic and transgenerational reprogramming of brain development. Nat Rev Neurosci 16(6):332–344
Bannister AJ, Kouzarides T (2011) Regulation of chromatin by histone modifications. Cell Res 21(3):381–395
Basheer R, Brown R, Ramesh V, Begum S, McCarley RW (2005) Sleep deprivation-induced protein changes in basal forebrain: implications for synaptic plasticity. J Neurosci Res 82(5):650–658
Bellesi M, Pfister-Genskow M, Maret S, Keles S, Tononi G, Cirelli C (2013) Effects of sleep and wake on oligodendrocytes and their precursors. J Neurosci 33(36):14288–14300
Bellesi M, de Vivo L, Tononi G, Cirelli C (2015) Effects of sleep and wake on astrocytes: clues from molecular and ultrastructural studies. BMC Biol 13:66
Bettica P, Squassante L, Groeger JA, Gennery B, Winsky-Sommerer R, Dijk DJ (2012) Differential effects of a dual orexin receptor antagonist (SB-649868) and zolpidem on sleep initiation and consolidation, SWS, REM sleep, and EEG power spectra in a model of situational insomnia. Neuropsychopharmacology 37(5):1224–1233
Buenrostro JD, Wu B, Chang HY, Greenleaf WJ (2015) ATAC-seq: a method for assaying chromatin accessibility genome-wide. Curr Protoc Mol Biol 109:21.29.1–21.29.9
Chiang CK, Mehta N, Patel A, Zhang P, Ning Z et al (2014) The proteomic landscape of the suprachiasmatic nucleus clock reveals large-scale coordination of key biological processes. PLoS Genet 10(10):e1004695
Cirelli C, Tononi G (2000) Gene expression in the brain across the sleep-waking cycle. Brain Res 885(2):303–321
Cirelli C, Gutierrez CM, Tononi G (2004) Extensive and divergent effects of sleep and wakefulness on brain gene expression. Neuron 41(1):35–43
Cirelli C, LaVaute TM, Tononi G (2005) Sleep and wakefulness modulate gene expression in Drosophila. J Neurochem 94(5):1411–1419
Cirelli C, Faraguna U, Tononi G (2006) Changes in brain gene expression after long-term sleep deprivation. J Neurochem 98(5):1632–1645
Cirelli C, Pfister-Genskow M, McCarthy D, Woodbury R, Tononi G (2009) Proteomic profiling of the rat cerebral cortex in sleep and waking. Arch Ital Biol 147(3):59–68
Daan S, Beersma DG, Borbély AA (1984) Timing of human sleep: recovery process gated by a circadian pacemaker. Am J Phys 246(2 Pt 2):R161–R183
Dallmann R, Viola AU, Tarokh L, Cajochen C, Brown SA (2012) The human circadian metabolome. Proc Natl Acad Sci U S A 109(7):2625–2629
Darlington TM, Ehringer MA, Larson C, Phang TL, Radcliffe RA (2013) Transcriptome analysis of inbred long sleep and inbred short sleep mice. Genes Brain Behav 12(2):263–274
Davies SK, Ang JE, Revell VL, Holmes B, Mann A et al (2014) Effect of sleep deprivation on the human metabolome. Proc Natl Acad Sci U S A 111(29):10761–10766
Davis CJ, Bohnet SG, Meyerson JM, Krueger JM (2007) Sleep loss changes microRNA levels in the brain: a possible mechanism for state-dependent translational regulation. Neurosci Lett 422(1):68–73
Davis CJ, Clinton JM, Krueger JM (2012) MicroRNA 138, let-7b, and 125a inhibitors differentially alter sleep and EEG delta-wave activity in rats. J Appl Physiol 113(11):1756–1762
Davis CJ, Taishi P, Honn KA, Koberstein JN, Krueger JM (2016) P2X7 receptors in body temperature, locomotor activity, and brain mRNA and lncRNA responses to sleep deprivation. Am J Physiol Regul Integr Comp Physiol 311(6):R1004–R1012
Deery MJ, Maywood ES, Chesham JE, Sládek M, Karp NA et al (2009) Proteomic analysis reveals the role of synaptic vesicle cycling in sustaining the suprachiasmatic circadian clock. Curr Biol 19(23):2031–2036
Duffield GE (2003) DNA microarray analyses of circadian timing: the genomic basis of biological time. J Neuroendocrinol 15(10):991–1002
Durgan DJ, Ganesh BP, Cope JL, Ajami NJ, Phillips SC et al (2016) Role of the gut microbiome in obstructive sleep apnea-induced hypertension. Hypertension 67(2):469–474
Eckel-Mahan KL, Patel VR, Mohney RP, Vignola KS, Baldi P, Sassone-Corsi P (2012) Coordination of the transcriptome and metabolome by the circadian clock. Proc Natl Acad Sci U S A 109(14):5541–5546
Etchegaray JP, Lee C, Wade PA, Reppert SM (2003) Rhythmic histone acetylation underlies transcription in the mammalian circadian clock. Nature 421(6919):177–182
Faraco J, Lin L, Kornum BR, Kenny EE, Trynka G et al (2013) ImmunoChip study implicates antigen presentation to T cells in narcolepsy. PLoS Genet 9(2):e1003270
Franken P, Chollet D, Tafti M (2001) The homeostatic regulation of sleep need is under genetic control. J Neurosci 21(8):2610–2621
Freyburger M, Pierre A, Paquette G, Bélanger-Nelson E, Bedont J et al (2016) EphA4 is involved in sleep regulation but not in the electrophysiological response to sleep deprivation. Sleep 39(3):613–624
Fustin JM, Karakawa S, Okamura H (2017) Circadian profiling of amino acids in the SCN and cerebral cortex by laser capture microdissection-mass spectrometry. J Biol Rhythms 32(6):609–620
Giskeødegård GF, Davies SK, Revell VL, Keun H, Skene DJ (2015) Diurnal rhythms in the human urine metabolome during sleep and total sleep deprivation. Sci Rep 5:14843
Gomes AQ, Nolasco S, Soares H (2013) Non-coding RNAs: multi-tasking molecules in the cell. Int J Mol Sci 14(8):16010–16039
Gottlieb DJ, Hek K, Chen TH, Watson NF, Eiriksdottir G et al (2015) Novel loci associated with usual sleep duration: the CHARGE Consortium Genome-Wide Association Study. Mol Psychiatry 20(10):1232–1239
Hasan S, Pradervand S, Ahnaou A, Drinkenburg W, Tafti M, Franken P (2009) How to keep the brain awake? The complex molecular pharmacogenetics of wake promotion. Neuropsychopharmacology 34(7):1625–1640
Hasan S, van der Veen DR, Winsky-Sommerer R, Hogben A, Laing EE et al (2014) A human sleep homeostasis phenotype in mice expressing a primate-specific PER3 variable-number tandem-repeat coding-region polymorphism. FASEB J 28(6):2441–2454
Havekes R, Abel T (2017) The tired hippocampus: the molecular impact of sleep deprivation on hippocampal function. Curr Opin Neurobiol 44:13–19
Hobson JA (2005) Sleep is of the brain, by the brain and for the brain. Nature 437(7063):1254–1256
Holst SC, Valomon A, Landolt HP (2016) Sleep pharmacogenetics: personalized sleep-wake therapy. Annu Rev Pharmacol Toxicol 56:577–603
Hor H, Kutalik Z, Dauvilliers Y, Valsesia A, Lammers GJ et al (2010) Genome-wide association study identifies new HLA class II haplotypes strongly protective against narcolepsy. Nat Genet 42(9):786–789
Hughes ME, Hong HK, Chong JL, Indacochea AA, Lee SS et al (2012) Brain-specific rescue of clock reveals system-driven transcriptional rhythms in peripheral tissue. PLoS Genet 8(7):e1002835
Hughes ME, Abruzzi KC, Allada R, Anafi R, Arpat AB et al (2017) Guidelines for genome-scale analysis of biological rhythms. J Biol Rhythms 32(5):380–393
Ji Y, Qin Y, Shu H, Li X (2010) Methylation analyses on promoters of mPer1, mPer2, and mCry1 during perinatal development. Biochem Biophys Res Commun 391(4):1742–1747
Jones S, Pfister-Genskow M, Benca RM, Cirelli C (2008) Molecular correlates of sleep and wakefulness in the brain of the white-crowned sparrow. J Neurochem 105(1):46–62
Katada S, Sassone-Corsi P (2010) The histone methyltransferase MLL1 permits the oscillation of circadian gene expression. Nat Struct Mol Biol 17(12):1414–1421
Kaufmann T, Elvsåshagen T, Alnæs D, Zak N, Pedersen PØ et al (2016) The brain functional connectome is robustly altered by lack of sleep. NeuroImage 127:324–332
Keegan KP, Pradhan S, Wang JP, Allada R (2007) Meta-analysis of Drosophila circadian microarray studies identifies a novel set of rhythmically expressed genes. PLoS Comput Biol 3(11):e208
Khalyfa A, Mutskov V, Carreras A, Khalyfa AA, Hakim F, Gozal D (2014) Sleep fragmentation during late gestation induces metabolic perturbations and epigenetic changes in adiponectin gene expression in male adult offspring mice. Diabetes 63(10):3230–3241
Kim J, Bhattacharjee R, Khalyfa A, Kheirandish-Gozal L, Capdevila OS et al (2012) DNA methylation in inflammatory genes among children with obstructive sleep apnea. Am J Respir Crit Care Med 185(3):330–338
Kim JH, Kim JH, Cho YE, Baek MC, Jung JY et al (2014) Chronic sleep deprivation-induced proteome changes in astrocytes of the rat hypothalamus. J Proteome Res 13(9):4047–4061
Koh KP, Rao A (2013) DNA methylation and methylcytosine oxidation in cell fate decisions. Curr Opin Cell Biol 25(2):152–161
Koike N, Yoo SH, Huang HC, Kumar V, Lee C et al (2012) Transcriptional architecture and chromatin landscape of the core circadian clock in mammals. Science 338(6105):349–354
Kolbe I, Husse J, Salinas G, Lingner T, Astiz M, Oster H (2016) The SCN clock governs circadian transcription rhythms in murine epididymal white adipose tissue. J Biol Rhythms 31(6):577–587
Laing EE, Johnston JD, Möller-Levet CS, Bucca G, Smith CP et al (2015) Exploiting human and mouse transcriptomic data: identification of circadian genes and pathways influencing health. BioEssays 37(5):544–556
Le Martelot G, Canella D, Symul L, Migliavacca E, Gilardi F et al (2012) Genome-wide RNA polymerase II profiles and RNA accumulation reveal kinetics of transcription and associated epigenetic changes during diurnal cycles. PLoS Biol 10(11):e1001442
Lim AS, Srivastava GP, Yu L, Chibnik LB, Xu J et al (2014) 24-hour rhythms of DNA methylation and their relation with rhythms of RNA expression in the human dorsolateral prefrontal cortex. PLoS Genet 10(11):e1004792
Liu X, Yanagawa T, Leopold DA, Fujii N, Duyn JH (2015) Robust long-range coordination of spontaneous neural activity in waking, sleep and anesthesia. Cereb Cortex 25(9):2929–2938
Lück S, Thurley K, Thaben PF, Westermark PO (2014) Rhythmic degradation explains and unifies circadian transcriptome and proteome data. Cell Rep 9(2):741–751
Mackiewicz M, Shockley KR, Romer MA, Galante RJ, Zimmerman JE et al (2007) Macromolecule biosynthesis: a key function of sleep. Physiol Genomics 31(3):441–457
Mackiewicz M, Zimmerman JE, Shockley KR, Churchill GA, Pack AI (2009) What are microarrays teaching us about sleep? Trends Mol Med 15(2):79–87
Maekawa F, Shimba S, Takumi S, Sano T, Suzuki T et al (2012) Diurnal expression of Dnmt3b mRNA in mouse liver is regulated by feeding and hepatic clockwork. Epigenetics 7(9):1046–1056
Manning JH, Courchesne E, Fox PT (2013) Intrinsic connectivity network mapping in young children during natural sleep. NeuroImage 83:288–293
Maret S, Dorsaz S, Gurcel L, Pradervand S, Petit B et al (2007) Homer1a is a core brain molecular correlate of sleep loss. Proc Natl Acad Sci U S A 104(50):20090–20095
Marguerat S, Bähler J (2010) RNA-seq: from technology to biology. Cell Mol Life Sci 67(4):569–579
Martinez-Lozano Sinues P, Tarokh L, Li X, Kohler M, Brown SA et al (2014) Circadian variation of the human metabolome captured by real-time breath analysis. PLoS One 9(12):e114422
Masri S, Patel VR, Eckel-Mahan KL, Peleg S, Forne I et al (2013) Circadian acetylome reveals regulation of mitochondrial metabolic pathways. Proc Natl Acad Sci U S A 110(9):3339–3344
Massart R, Freyburger M, Suderman M, Paquet J, El Helou J et al (2014) The genome-wide landscape of DNA methylation and hydroxymethylation in response to sleep deprivation impacts on synaptic plasticity genes. Transl Psychiatry 4:e347
Massart R, Suderman M, Mongrain V, Szyf M (2017) DNA methylation and transcription onset in the brain. Epigenomics 9(6):797–809
Mauvoisin D, Wang J, Jouffe C, Martin E, Atger F et al (2014) Circadian clock-dependent and -independent rhythmic proteomes implement distinct diurnal functions in mouse liver. Proc Natl Acad Sci U S A 111(1):167–172
McGowan PO, Szyf M (2010) The epigenetics of social adversity in early life: implications for mental health outcomes. Neurobiol Dis 39(1):66–72
Miller CA, Sweatt JD (2007) Covalent modification of DNA regulates memory formation. Neuron 53(6):857–869
Miller BH, McDearmon EL, Panda S, Hayes KR, Zhang J et al (2007) Circadian and CLOCK-controlled regulation of the mouse transcriptome and cell proliferation. Proc Natl Acad Sci U S A 104(9):3342–3347
Møller M, Sparre T, Bache N, Roepstorff P, Vorum H (2007) Proteomic analysis of day-night variations in protein levels in the rat pineal gland. Proteomics 7(12):2009–2018
Möller-Levet CS, Archer SN, Bucca G, Laing EE, Slak A et al (2013) Effects of insufficient sleep on circadian rhythmicity and expression amplitude of the human blood transcriptome. Proc Natl Acad Sci U S A 110(12):E1132–E1141
Mongrain V, Hernandez SA, Pradervand S, Dorsaz S, Curie T et al (2010) Separating the contribution of glucocorticoids and wakefulness to the molecular and electrophysiological correlates of sleep homeostasis. Sleep 33(9):1147–1157
Monti JM, Torterolo P, Pandi Perumal SR (2017) The effects of second generation antipsychotic drugs on sleep variables in healthy subjects and patients with schizophrenia. Sleep Med Rev 33:51–57
Montiel-Castro AJ, González-Cervantes RM, Bravo-Ruiseco G, Pacheco-López G (2013) The microbiota-gut-brain axis: neurobehavioral correlates, health and sociality. Front Integr Neurosci 7:70
Münzel M, Globisch D, Bruckl T, Wagner M, Welzmiller V et al (2010) Quantification of the sixth DNA base hydroxymethylcytosine in the brain. Angew Chem Int Ed Engl 49(31):5375–5377
Nicod J, Davies RW, Cai N, Hassett C, Goodstadt L et al (2016) Genome-wide association of multiple complex traits in outbred mice by ultra-low-coverage sequencing. Nat Genet 48(8):912–918
Nilsson EK, Boström AE, Mwinyi J, Schiöth HB (2016) Epigenomics of total acute sleep deprivation in relation to genome-wide DNA methylation profiles and RNA expression. OMICS 20(6):334–342
Okoniewski MJ, Miller CJ (2006) Hybridization interactions between probesets in short oligo microarrays lead to spurious correlations. BMC Bioinformatics 7:276
Ollila HM, Kettunen J, Pietiläinen O, Aho V, Silander K et al (2014) Genome-wide association study of sleep duration in the Finnish population. J Sleep Res 23(6):609–618
Pawlyk AC, Ferber M, Shah A, Pack AI, Naidoo N (2007) Proteomic analysis of the effects and interactions of sleep deprivation and aging in mouse cerebral cortex. J Neurochem 103(6):2301–2313
Pellegrino R, Sunaga DY, Guindalini C, Martins RC, Mazzotti DR et al (2012) Whole blood genome-wide gene expression profile in males after prolonged wakefulness and sleep recovery. Physiol Genomics 44(21):1003–1012
Pirooznia SK, Chiu K, Chan MT, Zimmerman JE, Elefant F (2012) Epigenetic regulation of axonal growth of Drosophila pacemaker cells by histone acetyltransferase tip60 controls sleep. Genetics 192(4):1327–1345
Porter NM, Bohannon JH, Curran-Rauhut M, Buechel HM, Dowling AL et al (2012) Hippocampal CA1 transcriptional profile of sleep deprivation: relation to aging and stress. PLoS One 7(7):e40128
Qureshi IA, Mehler MF (2014) An evolving view of epigenetic complexity in the brain. Philos Trans R Soc Lond B Biol Sci 369(1652):20130506
Rajasethupathy P, Antonov I, Sheridan R, Frey S, Sander C et al (2012) A role for neuronal piRNAs in the epigenetic control of memory-related synaptic plasticity. Cell 149(3):693–707
Reddy AB, Karp NA, Maywood ES, Sage EA, Deery M et al (2006) Circadian orchestration of the hepatic proteome. Curr Biol 16(11):1107–1115
Sabir M, Gaudreault PO, Freyburger M, Massart R, Blanchet-Cohen A et al (2015) Impact of traumatic brain injury on sleep structure, electrocorticographic activity and transcriptome in mice. Brain Behav Immun 47:118–130
Sahar S, Sassone-Corsi P (2013) The epigenetic language of circadian clocks. Handb Exp Pharmacol 217:29–44
Schwartz MD, Nguyen AT, Warrier DR, Palmerston JB, Thomas AM, et al (2016) Locus coeruleus and tuberomammillary nuclei ablations attenuate hypocretin/orexin antagonist-mediated REM sleep. eNeuro 3(2):ENEURO.0018-16.2016
Seibt J, Dumoulin MC, Aton SJ, Coleman T, Watson A et al (2012) Protein synthesis during sleep consolidates cortical plasticity in vivo. Curr Biol 22(8):676–682
Shi F, Chen X, Fu A, Hansen J, Stevens R et al (2013) Aberrant DNA methylation of miR-219 promoter in long-term night shiftworkers. Environ Mol Mutagen 54(6):406–413
Soshnev AA, Ishimoto H, McAllister BF, Li X, Wehling MD et al (2011) A conserved long noncoding RNA affects sleep behavior in Drosophila. Genetics 189(2):455–468
Storch KF, Paz C, Signorovitch J, Raviola E, Pawlyk B et al (2007) Intrinsic circadian clock of the mammalian retina: importance for retinal processing of visual information. Cell 130(4):730–741
Syed F, Grunenwald H, Caruccio N (2009) Next-generation sequencing library preparation: simultaneous fragmentation and tagging using in vitro transposition. Nat Methods 6:i–ii
Tafti M, Chollet D, Valatx JL, Franken P (1999) Quantitative trait loci approach to the genetics of sleep in recombinant inbred mice. J Sleep Res 8(Suppl 1):37–43
Takahashi JS, Kumar V, Nakashe P, Koike N, Huang HC et al (2015) ChIP-seq and RNA-seq methods to study circadian control of transcription in mammals. Methods Enzymol 551:285–321
Terao A, Steininger TL, Hyder K, Apte-Deshpande A, Ding J et al (2003) Differential increase in the expression of heat shock protein family members during sleep deprivation and during sleep. Neuroscience 116(1):187–200
Thaiss CA, Zeevi D, Levy M, Zilberman-Schapira G, Suez J et al (2014) Transkingdom control of microbiota diurnal oscillations promotes metabolic homeostasis. Cell 159(3):514–529
Thimgan MS, Seugnet L, Turk J, Shaw PJ (2015) Identification of genes associated with resilience/vulnerability to sleep deprivation and starvation in Drosophila. Sleep 38(5):801–814
Toth LA, Williams RW (1999) A quantitative genetic analysis of slow-wave sleep and rapid-eye movement sleep in CXB recombinant inbred mice. Behav Genet 29(5):329–337
Tudor JC, Davis EJ, Peixoto L, Wimmer ME, van Tilborg E et al (2016) Sleep deprivation impairs memory by attenuating mTORC1-dependent protein synthesis. Sci Signal 9(425):ra41
Valekunja UK, Edgar RS, Oklejewicz M, van der Horst GT, O’Neill JS et al (2013) Histone methyltransferase MLL3 contributes to genome-scale circadian transcription. Proc Natl Acad Sci U S A 110(4):1554–1559
Vecsey CG, Peixoto L, Choi JH, Wimmer M, Jaganath D et al (2012) Genomic analysis of sleep deprivation reveals translational regulation in the hippocampus. Physiol Genomics 44(20):981–991
Ventskovska O, Porkka-Heiskanen T, Karpova NN (2015) Spontaneous sleep-wake cycle and sleep deprivation differently induce Bdnf1, Bdnf4 and Bdnf9a DNA methylation and transcripts levels in the basal forebrain and frontal cortex in rats. J Sleep Res 24(2):124–130
Wang Z, Gerstein M, Snyder M (2009) RNA-Seq: a revolutionary tool for transcriptomics. Nat Rev Genet 10(1):57–63
Wang H, Liu Y, Briesemann M, Yan J (2010) Computational analysis of gene regulation in animal sleep deprivation. Physiol Genomics 42(3):427–436
Weljie AM, Meerlo P, Goel N, Sengupta A, Kayser MS et al (2015) Oxalic acid and diacylglycerol 36:3 are cross-species markers of sleep debt. Proc Natl Acad Sci U S A 112(8):2569–2574
Winkelmann J, Lin L, Schormair B, Kornum BR, Faraco J et al (2012) Mutations in DNMT1 cause autosomal dominant cerebellar ataxia, deafness and narcolepsy. Hum Mol Genet 21(10):2205–2210
Winrow CJ, Williams DL, Kasarskis A, Millstein J, Laposky AD et al (2009) Uncovering the genetic landscape for multiple sleep-wake traits. PLoS One 4(4):e5161
Wither RG, Colic S, Wu C, Bardakjian BL, Zhang L, Eubanks JH (2012) Daily rhythmic behaviors and thermoregulatory patterns are disrupted in adult female MeCP2-deficient mice. PLoS One 7(4):e35396
Wolffe AP, Kurumizaka H (1998) The nucleosome: a powerful regulator of transcription. Prog Nucleic Acid Res Mol Biol 61:379–422
Wu H, D’Alessio AC, Ito S, Wang Z, Cui K, Zhao K et al (2011) Genome-wide analysis of 5-hydroxymethylcytosine distribution reveals its dual function in transcriptional regulation in mouse embryonic stem cells. Genes Dev 25(7):679–684
Xia L, Ma S, Zhang Y, Wang T, Zhou M et al (2015) Daily variation in global and local DNA methylation in mouse livers. PLoS One 10(2):e0118101
Yelin-Bekerman L, Elbaz I, Diber A, Dahary D, Gibbs-Bar L et al (2015) Hypocretin neuron-specific transcriptome profiling identifies the sleep modulator Kcnh4a. elife 4:e08638
Yu M, Hon GC, Szulwach KE, Song CX, Jin P et al (2012) Tet-assisted bisulfite sequencing of 5-hydroxymethylcytosine. Nat Protoc 7(12):2159–2170
Zhang RR, Cui QY, Murai K, Lim YC, Smith ZD et al (2013) Tet1 regulates adult hippocampal neurogenesis and cognition. Cell Stem Cell 13(2):237–245
Zhao Z, Fan L, Frick KM (2010) Epigenetic alterations regulate estradiol-induced enhancement of memory consolidation. Proc Natl Acad Sci U S A 107(12):5605–5610
Zhu Y, Stevens RG, Hoffman AE, Tjonneland A, Vogel UB et al (2011) Epigenetic impact of long-term shiftwork: pilot evidence from circadian genes and whole-genome methylation analysis. Chronobiol Int 28(10):852–861
Zimmerman JE, Rizzo W, Shockley KR, Raizen DM, Naidoo N et al (2006) Multiple mechanisms limit the duration of wakefulness in Drosophila brain. Physiol Genomics 27(3):337–350
Acknowledgements
The authors want to thank M. Freyburger, R. Massart, L. Boureau, and A. Blanchet-Cohen for their help in producing the data included in Fig. 2.
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O’Callaghan, E.K., Green, E.W., Franken, P., Mongrain, V. (2018). Omics Approaches in Sleep-Wake Regulation. In: Landolt, HP., Dijk, DJ. (eds) Sleep-Wake Neurobiology and Pharmacology . Handbook of Experimental Pharmacology, vol 253. Springer, Cham. https://doi.org/10.1007/164_2018_125
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